Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-16 0.221639 0.246802 0.274725 0.308210 0.347540 0.392603 0.448622
2025-02-23 0.180599 0.214118 0.254757 0.308508 0.379071 0.470534 0.601537
2025-03-02 0.149880 0.184994 0.230109 0.293925 0.384667 0.513828 0.721348
2025-03-09 0.132521 0.168822 0.217673 0.290700 0.401876 0.573925 0.882072
2025-03-16 0.120369 0.157369 0.209112 0.290197 0.421287 0.640297 1.075977
2025-03-23 0.111339 0.148845 0.203080 0.291713 0.443110 0.715116 1.316162
2025-03-30 0.100036 0.135728 0.188510 0.277271 0.434816 0.733058 1.446310
2025-04-06 0.091182 0.125343 0.176875 0.265797 0.429283 0.754364 1.594275
2025-04-13 0.084127 0.117028 0.167574 0.256906 0.426689 0.780697 1.769094
2025-04-20 0.080916 0.114299 0.166810 0.262575 0.452860 0.876378 2.198654
2025-04-27 0.078874 0.113180 0.168478 0.272715 0.489973 1.009928 2.862179
2025-05-04 0.076850 0.111887 0.169662 0.282023 0.527290 1.158519 3.748150
2025-05-11 0.074823 0.110516 0.170728 0.291603 0.568442 1.338990 5.063499
2025-05-18 0.071392 0.106563 0.166896 0.290912 0.585522 1.457666 6.301497
2025-05-25 0.066464 0.099751 0.157354 0.277243 0.567664 1.456856 6.807056
2025-06-01 0.063415 0.095973 0.153071 0.274220 0.576781 1.554277 8.282749
2025-06-08 0.060958 0.093058 0.150144 0.273746 0.592666 1.685676 10.502863
2025-06-15 0.058935 0.090766 0.148187 0.275143 0.614125 1.852429 13.887049
2025-06-22 0.055335 0.085478 0.140118 0.261802 0.590595 1.819210 14.630280
2025-06-29 0.052297 0.081058 0.133483 0.251188 0.573585 1.810230 15.839212
2025-07-06 0.049731 0.077374 0.128072 0.242955 0.562513 1.825733 17.685323
2025-07-13 0.048812 0.076621 0.128367 0.248206 0.594089 2.066227 26.315148
2025-07-20 0.048356 0.076681 0.130276 0.257589 0.641547 2.432200 46.085213